{"id":"W2104247140","doi":"","title":"Microcounselling Supervision: An Innovative Integrated Supervision Model","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interview; Eclecticism; Session (web analytics); Psychology; Medical education; Applied psychology; Computer science; Sociology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002167224,0.0002721494,0.0002447844,0.0007864085,0.0008695492,0.001702141,0.001788725,0.0007081503,0.002775754],"category_scores_gemma":[0.002620718,0.0002228606,0.0003269007,0.0004786865,0.001653201,0.002102959,0.001977854,0.0009228157,0.0005041439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037408,"about_ca_system_score_gemma":0.005267514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332865,"about_ca_topic_score_gemma":0.00738533,"domain_scores_codex":[0.9974865,0.001071036,0.00008843798,0.0002540661,0.0009086942,0.0001912493],"domain_scores_gemma":[0.9985365,0.0003540436,0.0001662813,0.0001660379,0.0003835301,0.0003936771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002237233,0.0003922441,0.01205199,0.0003173742,0.0000652976,0.0003335131,0.01297872,0.02608151,0.002008433,0.4664733,0.01007495,0.4689989],"study_design_scores_gemma":[0.0003376836,0.001368684,0.01759627,0.0009198198,0.0001461832,0.002171571,0.00630999,0.4117067,0.002923014,0.3516208,0.2046976,0.0002017399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1047288,0.001646964,0.7216612,0.008595355,0.0003224297,0.0008266751,0.0001393409,0.001040117,0.161039],"genre_scores_gemma":[0.7743231,0.0007982975,0.2117005,0.0004185461,0.0001025273,0.0005178602,0.00009880054,0.00004470335,0.01199558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005332865,"threshold_uncertainty_score":0.01478249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488197229945229,"score_gpt":0.3255905924477923,"score_spread":0.29070862014834,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}